Interpretable Learning-to-Rank with Generalized Additive Models.
Honglei ZhuangXuanhui WangMichael BenderskyAlexander GrushetskyYonghui WuPetr MitrichevEthan SterlingNathan BellWalker RavinaHai QianPublished in: CoRR (2020)
Keyphrases
- learning to rank
- generalized additive models
- information retrieval
- ranking functions
- loss function
- evaluation measures
- collaborative filtering
- document retrieval
- additive models
- ranking svm
- direct optimization
- ranking algorithm
- learning to rank algorithms
- multimedia
- query dependent
- retrieval systems
- information extraction
- decision trees
- genetic algorithm